Los Angeles County Restaurant and Market Violations and Inspections

Los Angeles County Restaurant and Market Violations and Inspections

In this article, we use a dataset contains Environmental Health Violations for Restaurants and Markets in Los Angeles County. This dataset can be found [1] and [2].

Los Angeles County Environmental Health is responsible for checking food violations for all unincorporated areas and 85 of the 88 cities in the County. This dataset does not include Pasadena, Long Beach or Vernon (each has its own city health department).

Loading Datasets

Geographical Analysis

Next, we can export a geojson file from here. However, we would like to reduce the size of this file for the sake of having an optimal computation.

Code Violations by Each Facility

Frist, let's addd the Violation Matrix to our Data

Moreover, previously, we found the following violation code as the most correlated ones.

F035, W017, CV20, CV29, W021, W011, F033, F040, F044

Thus,

Program Elements: Seats

Program Elements: Type

Program Elements: Risk


References

  1. LAC Open Data: County of Los Angeles Restaurant and Market Violations
  2. LAC Open Data: County of Los Angeles Restaurant and Market Inspections